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Eoin Delaney

Resource-constrained Fairness

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Jun 03, 2024
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Advancing Post Hoc Case Based Explanation with Feature Highlighting

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Nov 06, 2023
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Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals

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Mar 16, 2023
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Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ

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Dec 16, 2022
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Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions

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Jul 20, 2021
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If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques

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Feb 26, 2021
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Instance-Based Counterfactual Explanations for Time Series Classification

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Sep 28, 2020
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